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This is because the maximum likelihood estimate does not guarantee the selection of the correct original color.
However, if the change-point time is estimated, the goodness-of-fit relative to the baseline ETAS model is compared using a modified version of the AIC (Ogata 1992; Kumazawa et al. 2010) because the maximum likelihood estimate (MLE) of the change-point does not satisfy ordinary large-sample theory (Ogata 1978).
Because the maximum likelihood (ML) estimation of motion parameters involves a multi-dimensional search and its performance is sensitive to target position errors, we also propose a technique that decouples the target motion parameters, yielding a two-step process that sequentially estimates the acceleration and velocity vectors with a reduced dimensionality of the parameter search space.
Because the maximum likelihood estimation method assumes that data are normally distributed, the robustness of our findings was tested further.
Because the maximum likelihood estimated topology and the Bayesian phylogram were identical, we present this tree as single most optimal phylogenetic estimate.
This bias occurs because the maximum likelihood estimator selects the most likely parameter value (the mode of the likelihood function), and not the expected value of the parameter.
Similar(51)
The BMD estimates for TSH were infinite, because in both cases the maximum likelihood estimate of the parameter β was zero.
Root mean square (RMS) technique was used to feed the classifiers because the RMS provided the maximum likelihood estimation of amplitude in a constant force when a signal was modeled as a Gaussian random process.
Because the topologies of the maximum likelihood trees resulting from use of the two substitution matrices were broadly consistent with each other, only the BLOSUM62-based tree is shown.
Most of them are based on accurate phylogenetic tree reconstructions, which demand a large amount computation, because of their application of the maximum likelihood strategy.
We use restricted maximum likelihood rather than the maximum likelihood because we wish to avoid the underestimation of τ; any underestimation of the between-study variance might unnecessarily exacerbate the appearance of unusual and hence outlying results.
More suggestions(15)
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